This episode's title is a reference to a song by US rap duo Mobb Deep.
The fairground was built entirely on a set and that ended up being 125,000 square feet.
The episode is filmed under the working title, "Contrapasso", which is referenced to Westworld (2016).
Mark Mylod and Richard J. Lewis were offered to direct, but turned down due to creator's differences with the carnival.